Zhang, Runyu

8 publications

NeurIPS 2025 Constrained Optimization from a Control Perspective via Feedback Linearization Runyu Zhang, Arvind Raghunathan, Jeff S Shamma, Na Li

AISTATS 2025 Scalable Spectral Representations for Multiagent Reinforcement Learning in Network MDPs Zhaolin Ren, Runyu Zhang, Bo Dai, Na Li

L4DC 2024 Multi-Agent Coverage Control with Transient Behavior Consideration Runyu Zhang, Haitong Ma, Na Li

ICLR 2024 Soft Robust MDPs and Risk-Sensitive MDPs: Equivalence, Policy Gradient, and Sample Complexity Runyu Zhang, Yang Hu, Na Li

L4DC 2023 Multi-Agent Reinforcement Learning with Reward Delays Yuyang Zhang, Runyu Zhang, Yuantao Gu, Na Li

NeurIPS 2022 On the Global Convergence Rates of Decentralized SoftMax Gradient Play in Markov Potential Games Runyu Zhang, Jincheng Mei, Bo Dai, Dale Schuurmans, Na Li

NeurIPS 2022 Policy Optimization for Markov Games: Unified Framework and Faster Convergence Runyu Zhang, Qinghua Liu, Huan Wang, Caiming Xiong, Na Li, Yu Bai

L4DC 2020 Distributed Reinforcement Learning for Decentralized Linear Quadratic Control: A Derivative-Free Policy Optimization Approach Yingying Li, Yujie Tang, Runyu Zhang, Na Li